Constructing D-optimal symmetric stated preference discrete choice experiments

被引：19
|
作者：
Demirkale, Fatih [1 ]
Donovan, Diane [1 ]
Street, Deborah J. [2 ]
机构：
[1] Univ Queensland, Ctr Discrete Math & Comp, Sch Math & Phys, Brisbane, Qld 4072, Australia
[2] Univ Technol Sydney, Sch Math Sci, Sydney, NSW 2007, Australia
来源：
JOURNAL OF STATISTICAL PLANNING AND INFERENCE | 2013年 / 143卷 / 08期
基金：
澳大利亚研究理事会;
关键词：
Discrete choice experiment; Stated preference experiment; D-optimal design; Block design; Orthogonal array; OPTIMAL DESIGNS;
D O I：
10.1016/j.jspi.2013.02.004
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
We give new constructions for DCEs in which all attributes have the same number of levels. These constructions use several combinatorial structures, such as orthogonal arrays, balanced incomplete block designs and Hadamard matrices. If we assume that only the main effects of the attributes are to be used to explain the results and that all attribute level combinations are equally attractive, we show that the constructed DCEs are D-optimal. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码：1380 / 1391
页数：12
相关论文
共 50 条
12345